000 02705nam a2200361za04500
001 16533
008 050703s2011 xxk eng d
020 _a9780857299079 99780857299079
082 _a620.1
_b223
100 _aPawar, Prashant M.
_eauthor.
_935948
245 _aStructural Health Monitoring Using Genetic Fuzzy Systems
_h[electronic resource] /
_cby Prashant M. Pawar, Ranjan Ganguli.
300 _aVIII, 130p. 39 illus., 1 illus. in color.
_bonline resource.
505 _aIntroduction -- Genetic Fuzzy Systems -- SHM of Beams -- SHM of Composite Beams -- SHM of Helicopter Rotors.
520 _aStructural health monitoring (SHM) has emerged as a prominent research area in recent years owing to increasing concerns about structural safety, and the need to monitor and extend the lives of existing structures. Structural Health Monitoring Using Genetic Fuzzy Systems elaborates the process of intelligent SHM development and implementation using the evolutionary system. The use of a genetic algorithm automates the development of the fuzzy system, and makes the method easy to use for problems involving a large number of measurements, damage locations and sizes; such problems being typical of SHM. The ideas behind fuzzy logic, genetic algorithms and genetic fuzzy systems are also explained. The functionality of the genetic fuzzy system architecture is elucidated within a case-study framework, covering: SHM of beams; SHM of composite tubes; and SHM of helicopter rotor blades. Structural Health Monitoring Using Genetic Fuzzy Systems will be useful for aerospace, civil and mechanical engineers working with structures and structural components. It will also be useful for computer scientists and applied mathematicians interested in the application of genetic fuzzy systems to engineering problems.
650 _aEngineering.
_996
650 _933580
_aASTRONAUTICS
650 _aEngineering.
_996
650 _91101
_aSTRUCTURAL MECHANICS
650 _933564
_aAPPL.MATHEMATICS./ COMPUTATIONAL METHODS OF ENGINNEERING.
650 _934018
_aENGINEERING MATHEMATICS
650 _933547
_aMECHANICAL ENGINEERING
650 _933860
_aSIGNAL, IMAGE AND SPEECH PROCESSING
650 _933747
_aCIVIL ENGINEERING
650 _933747
_aCIVIL ENGINEERING
650 _933780
_aBUIDING REPAIR AND MAINTENANCE.
650 _934054
_aBUILDING CONSTRUCTION.
650 _933584
_aAEROSPACE TECHNOLOGY AND ASTRONAUTICS
700 _aGanguli, Ranjan.
_935950
700 _eauthor.
_935951
710 _aSpringerLink (Online service)
_9111
856 _uhttp://springer.escuelaing.metaproxy.org/book/10.1007/978-0-85729-907-9
_yir a documento
_qURL
942 _2ddc
_cCF
999 _c13820
_d13820